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Simulation code for "A Conic Quadratic Programming Approach to Physical Layer Multicasting for Large-Scale Antenna Arrays." by L.-N. Tran, M. F. Hanif, M. Juntti., IEEE Signal Processing Letters 21.1 (2014): 114-117

License: MIT License

MATLAB 47.60% Python 52.40%
successive-convex-approximation nonconvex-optimization physical-layer-multicasting

conicprogrammingmulticast's Introduction

A Conic Quadratic Programming Approach to Physical Layer Multicasting for Large-Scale Antenna Arrays

This repo contains the code for implementing the iterative SOCP-based method presented in the following scientific paper:

Le-Nam Tran, Muhammad-Fainan Hanif, and Markku Juntti, "A Conic Quadratic Programming Approach to Physical Layer Multicasting for Large-Scale Antenna Arrays," IEEE Signal Process. Lett., vol. 21, no. 1, pp. 114-117, Jan. 2014.

Instructions

The Matlab code makes use of Yalmip as a parser and MOSEK as the internal convex conic solver for speed.

Recently we have found that MOSEK Fusion API is particularly useful if one wishes to solve a same convex problem for different problem data. In this regard, we also provide a Python script which is much more efficient if you want to run the algorithm for many channel realizations, compared to the Matlab implementation.

We also publish the codes on Code Ocean where you can run them online without the need to install the required packages.

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